Title : 
Voice processing technique for human cerebral activity measurement
         
        
            Author : 
Shiomi, Kakuichi
         
        
            Author_Institution : 
Electron. Navig. Res. Inst., Chofu
         
        
        
        
        
        
            Abstract : 
Variations in the chaotic characteristics of the human uttered voice are strongly related to the speaker´s fatigue condition. When we define a time-local exponent to evaluate the time-local characteristics of the uttered voice time domain signal and calculate it periodically or continually, it is possible to observe changes in human cerebral activity. The time-local exponent, called the Cerebral Exponent, can be defined like the first Lyapunov exponent. If it is possible to calculate the Cerebral Exponent of uttered voice signals in real-time, the proposed chaotic voice analysis technology can be considered as a technology to install a tachometer on the brain of a speaker.
         
        
            Keywords : 
Lyapunov methods; biomedical measurement; brain; neurophysiology; speech; Lyapunov exponent; brain; human cerebral activity; speaker fatigue condition; tachometer; time-local exponent; voice processing technique; Anthropometry; Chaos; Fatigue; Fluctuations; Frequency; Human voice; Loudspeakers; Signal analysis; Signal processing; Speech analysis; fatigue; human cerebral activity; voice analysis;
         
        
        
        
            Conference_Titel : 
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
         
        
            Conference_Location : 
Singapore
         
        
        
            Print_ISBN : 
978-1-4244-2383-5
         
        
            Electronic_ISBN : 
1062-922X
         
        
        
            DOI : 
10.1109/ICSMC.2008.4811813